text2vec

Modern Text Mining Framework for R

v0.6.6 · Nov 30, 2025 · GPL (>= 2) | file LICENSE

Description

Fast and memory-friendly tools for text vectorization, topic modeling (LDA, LSA), word embeddings (GloVe), similarities. This package provides a source-agnostic streaming API, which allows researchers to perform analysis of collections of documents which are larger than available RAM. All core functions are parallelized to benefit from multicore machines.

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CRAN Check Status

13 OK

Show all 13 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	227.1s
r-devel-linux-x86_64-debian-gcc	OK	153.9s
r-devel-linux-x86_64-fedora-clang	OK	341s
r-devel-linux-x86_64-fedora-gcc	OK	458.7s
r-devel-windows-x86_64	OK	246s
r-oldrel-macos-arm64	OK	58s
r-oldrel-macos-x86_64	OK	217s
r-oldrel-windows-x86_64	OK	354s
r-patched-linux-x86_64	OK	223.8s
r-release-linux-x86_64	OK
r-release-macos-arm64	OK	59s
r-release-macos-x86_64	OK	245s
r-release-windows-x86_64	OK	243s

Check History

OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.5Mb
  sub-directories of 1Mb or more:
    data   2.6Mb
    libs   4.0Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.6Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs   4.0Mb

ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026

ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/text2vec.Rcheck/00install.out' for details.

NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.5Mb
  sub-directories of 1Mb or more:
    data   2.6Mb
    libs   4.0Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.6Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs   4.0Mb

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.5Mb
  sub-directories of 1Mb or more:
    data   2.6Mb
    libs   4.0Mb

NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.6Mb
  sub-directories of 1Mb or more:
    data   2.7Mb
    libs   4.0Mb

Reverse Dependencies (21)

imports

LLMing NUSS RXKCD VectrixDB blocking conText manydata occupationMeasurement regtools text2emotion text2map textmineR wactor wordsalad

suggests

PsychWordVec fdm2id lime oolong polyglotr sentiment.ai textrecipes

Dependency Network

Version History

12 tracked

new 0.6.6 Mar 10, 2026

updated 0.6.6 ← 0.6.4 diff Nov 30, 2025

updated 0.6.4 ← 0.6.3 diff Nov 8, 2023

updated 0.6.3 ← 0.6.2 diff Nov 29, 2022

updated 0.6.2 ← 0.6.1 diff Sep 10, 2022

updated 0.6.1 ← 0.6 diff Apr 20, 2022

updated 0.6 ← 0.5.1 diff Feb 17, 2020

updated 0.5.1 ← 0.5.0 diff Jan 10, 2018

updated 0.5.0 ← 0.4.0 diff Aug 7, 2017

updated 0.4.0 ← 0.3.0 diff Oct 3, 2016

updated 0.3.0 ← 0.2.0 diff Mar 30, 2016

new 0.2.0 Jan 9, 2016